Application Practice of Face Recognition Based Side Doors in Suzhou Rail Transit

doi:10.3969/j.issn.1673-4440.2024.11.014

Railway Signalling & Communication Engineering ›› 2024, Vol. 21 ›› Issue (11): 86-93,107.DOI: 10.3969/j.issn.1673-4440.2024.11.014

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Application Practice of Face Recognition Based Side Doors in Suzhou Rail Transit

Fu Baoming¹, Zhang Ning², Liu Jiajun², Jin Liyan³

1. Suzhou Rail Transit Group Co., Ltd. Suzhou 215006, China；
2. ITS Rail Transit Research Institute of Southeast University, Nanjing 210018, China；
3. Nanjing Vocational Institute of Transport Technology, Nanjing 211118, China

Received:2023-12-21 Revised:2024-09-25 Online:2024-11-25 Published:2024-11-25

苏州轨道交通人脸边门应用实践

付保明¹，张宁²，刘家俊²，金立艳³

1．苏州轨道交通建设有限公司，江苏苏州 215006；
2．东南大学智能运输系统研究中心轨道交通研究所，南京 210018；
3．南京交通职业技术学院，南京 211188

作者简介:付保明（1990—），男，工程师，硕士，主要研究方向：轨道交通建设与运营管理，邮箱：baomingfu@126.com
基金资助:
国家重点研发计划资助项目（2020YFB1600700）；南京交通职业技术学院科研项目（JZ2107）

Abstract

Abstract: This paper introduces the basic concept of face recognition based side doors, and clarifies the application forms of faces in boarding through gate in rail transit. Taking into account the current business situation and usage needs of rail transit and the characteristics of the face recognition technology, it determines the overall plan for face recognition based side doors, and provides the detailed design of such business processes as activating face codes, entering and leaving stations, and handling abnormal ticketing situations. Building on the current situation of the ticketing system in Suzhou Rail Transit and the characteristics of the face recognition technology, it proposes the key technologies for boarding based on face recognition, such as mixing of face code and transit code, anti-duplication of transactions, offline recognition, and software/hardware standardization, to achieve boarding through gate based on face recognition.

Key words: rail transit, face recognition based side door, boarding through gate, face code and transit code mixing

摘要： 介绍人脸边门的基本概念，明确人脸在轨道交通过闸乘车方面的应用形式；综合考虑轨道交通的业务现状、使用需求以及人脸的技术特点，确定人脸边门的总体方案，并对人脸凭证的开通、进出站、异常票务处理等业务流程进行详细设计；结合苏州轨道交通票务系统现状及人脸技术特点，提出脸码混用、交易防重、离线识别及软/硬件标准化等人脸乘车关键技术，从而实现人脸过闸乘车业务。

关键词: 轨道交通, 人脸边门, 过闸乘车, 脸码混用

CLC Number:

U231+.7

Fu Baoming, Zhang Ning, Liu Jiajun, Jin Liyan. Application Practice of Face Recognition Based Side Doors in Suzhou Rail Transit[J]. Railway Signalling & Communication Engineering, 2024, 21(11): 86-93,107.

付保明, 张宁, 刘家俊, 金立艳. 苏州轨道交通人脸边门应用实践[J]. 铁路通信信号工程技术, 2024, 21(11): 86-93,107.

Figures/Tables 7

References

[1]陶克.人脸识别技术在城市轨道交通自动售检票系统中的应用[J].城市轨道交通研究，2022，25（10）：198-200，205.
Tao Ke. Application of Face Recognition Technology in Urban Rail Transit AFC System[J]. Urban Mass Transit, 2022, 25(10): 198-200, 205.
[2]梁燕冰.地铁网络化运营后站务运作提升研究[J].都市快轨交通，2017，30（2）：103-107.
Liang Yanbing. Improvement of Station Services for Subway Network Operation[J]. Urban Rapid Rail Transit, 2017, 30(2): 103-107.
[3]付保明，梁君，张宁，等.基于智慧客服的城市轨道交通乘客服务体系[J].铁路通信信号工程技术，2022，19（11）：76-81.
Fu Baoming, Liang Jun, Zhang Ning, et al. Passenger Service System Based on Intelligent Customer Service for Urban Rail Transit[J]. Railway Signalling & Communication Engineering, 2022, 19(11): 76-81.
[4]瞿锡成，王二中，陆培庆.苏州轨道交通车站智能客服系统研究[J].城市轨道交通研究，2022，25（5）：84-87.
Qu Xicheng, Wang Erzhong, Lu Peiqing. Research on Station Smart Customer Service System of Suzhou Rail Transit[J]. Urban Mass Transit, 2022, 25(5): 84-87.
[5]梁君，付保明，张宁，等.苏州轨道交通AFC系统智能化实践发展[J].铁路计算机应用，2022，31（3）：79-84.
Liang Jun, Fu Baoming, Zhang Ning, et al. Intelligent Practice of Suzhou Rail Transit AFC System[J]. Railway Computer Application, 2022, 31(3): 79-84.
[6]马怀清，曾庆宁.人脸识别与信用支付在AFC系统中的应用研究[J].现代城市轨道交通，2021（S1）：100-104.
Ma Huaiqing, Zeng Qingning. Research on Application of Face Recognition and Credit Payment in the AFC System[J]. Modern Urban Transit, 2021(S1): 100-104.
[7]付保明，梁君，张宁.苏州轨道交通集团智能客服系统设计与实现[J].城市轨道交通，2022（5）：53-56.
[8]王大彬，栗兰林，李茂圣，等.采用人脸识别支付的地铁自动售检票系统避免重复计费的方案研究[J].城市轨道交通研究，2023，26（7）：87-91，98.
Wang Dabin, Li Lanlin, Li Maosheng, et al. Scheme of Avoiding Repeated Charges in Metro AFC System with Face Recognition Payment[J]. Urban Mass Transit, 2023, 26(7): 87-91, 98.
[9]展宗思，严军.基于预筛动态人脸数据库的城市轨道交通人脸识别过闸系统性能优化方案[J].城市轨道交通研究，2022，25（8）：156-158.
Zhan Zongsi, Yan Jun. Performance Optimization Solution of Urban Rail Transit Face Recognition Gate System Based on Pre-Filtering Dynamic Face Database[J]. Urban Mass Transit, 2022, 25(8): 156-158.
[10]付保明，张宁，陆斌.城市轨道交通AFC智能运维系统探讨[J].铁路通信信号工程技术，2021，18（12）：78-83.
Fu Baoming, Zhang Ning, Lu Bin. Discussion on AFC Intelligent Maintenance System for Urban Rail Transit[J]. Railway Signalling & Communication Engineering, 2021, 18(12): 78-83.
[11]梁君，付保明，张宁，等.都市圈轨道交通票务一体化研究[J].铁路通信信号工程技术，2023，20（1）：72-76.
Liang Jun, Fu Baoming, Zhang Ning, et al. Research on Ticketing Integration of Rail Transit in Metropolitan Area[J]. Railway Signalling & Communication Engineering, 2023, 20(1): 72-76.
[12]付保明，张宁，何铁军，等.苏州轨道交通数币硬钱包应用实践[J].都市快轨交通，2024，37（3）：159-163.
Fu Baoming, Zhang Ning, He Tiejun, et al. Application of E-CNY Hardware Wallets in Suzhou Rail Transit[J]. Urban Rapid Rail Transit, 2024, 37(3): 159-163.
[13]付保明，梁君，张宁，等.苏州城市轨道交通售检票系统多源市民卡兼容接入研究[J].城市轨道交通研究，2024，27（7）：275-279.
Fu Baoming, Liang Jun, Zhang Ning, et al. Compatible Access of Multi-Source Citizen Cards in Suzhou Urban Rail Transit Ticketing System[J]. Urban Mass Transit, 2024, 27(7): 275-279.
[14]陆海亭，付保明，金立艳，等.沪苏城市轨道交通票务互联互通研究[J].现代城市轨道交通，2024（5）：117-122.
Lu Haiting, Fu Baoming, Jin Liyan, et al. Research on the Interoperability of Ticketing between Urban Rail Transits in Shanghai and Suzhou[J]. Modern Urban Transit, 2024(5): 117-122.
[15]付保明，张宁，吴超.城市轨道交通二维码车票互联互通方案[J].铁路通信信号工程技术，2022，19（3）：79-84.
Fu Baoming, Zhang Ning, Wu Chao. Interconnection Scheme of QR Code Ticket for Urban Rail Transit[J]. Railway Signalling & Communication Engineering, 2022, 19(3): 79-84.
[16]李达明，黄志伟，陈柯行.一体化票务服务研究[J].铁路通信信号工程技术，2024，21（3）：73-76.
Li Daming, Huang Zhiwei, Chen Kehang. Research on Integrated Ticketing Service[J]. Railway Signalling & Communication Engineering, 2024, 21(3): 73-76.
[17]陈莹，付保明，张宁，等.城市轨道交通票务管理系统设计与实现[J].铁路通信信号工程技术，2023，20（5）：71-75.
Chen Ying, Fu Baoming, Zhang Ning, et al. Design and Implementation of Ticket Management System for Urban Rail Transit[J]. Railway Signalling & Communication Engineering, 2023, 20(5): 71-75.
[18]甘露，张征.轨道交通无障碍快速检票系统解决方案[J].铁路通信信号工程技术，2024，21（3）：83-88.
Gan Lu, Zhang Zheng. Solution for Barrier-Free Fast Ticket Checking System for Rail Transit[J]. Railway Signalling & Communication Engineering, 2024, 21(3): 83-88.
[19]王健，李郁，张亦然，等.量子保密通信在AFC系统的应用[J].铁路通信信号工程技术，2023，20（12）：78-82.
Wang Jian, Li Yu, Zhang Yiran, et al. Application of Quantum Secure Communication in AFC Systems[J]. Railway Signalling & Communication Engineering, 2023, 20(12): 78-82.
[20]陆海亭，付保明，张宁，等.城市轨道交通车站智慧运营管理模式研究[J].现代城市轨道交通，2023（5）：18-22.
Lu Haiting, Fu Baoming, Zhang Ning, et al. Research on Intelligent Operation and Management Mode of Urban Rail Transit Stations[J]. Modern Urban Transit, 2023(5): 18-22.
[21]秦志远，吕睿，高勋.地铁增设人脸识别过闸的改造方案研究[J].机电工程技术，2023，52（9）：265-268，273.
Qin Zhiyuan, Lü Rui, Gao Xun. Research on the Reconstruction Points of Adding Face Recognition Gate in Metro Lines[J]. Mechanical & Electrical Engineering Technology, 2023, 52(9): 265-268, 273.
[22]杨安安，汪波，陈绍宽，等.基于客流直达的城市轨道交通跨站停开行方案优化研究[J]. 都市快轨交通，2022，35（2）：91-98.
Yang Anan, Wang Bo, Chen Shaokuan, et al. Train Planning Optimization for Skip Stop Operation without Transfers in Urban Rail Transit[J]. Urban Rapid Rail Transit, 2022, 35(2): 91-98.
[23]张森，于敏.都市圈跨制式轨道交通贯通融合票价体系研究[J].都市快轨交通，2022，35（2）：79-84.
Zhang Sen, Yu Min. Fare System under the Background of Integration of Cross-standard Rail Transit Payment Areas in Metropolitan Area[J].Urban Rapid Rail Transit, 2022, 35(2): 79-84.
[24]孙孚斌，朱兆优，陈思超，等.基于改进YOLOv5的人脸检测算法［J］.机电工程技术，2023，52（2）：172-176.
Sun Fubin, Zhu Zhaoyou, Chen Sichao, et al. Face Detection Algorithm Based on Improved YOLOv5[J]. Mechanical & Electrical Engineering Technology, 2023,52（2）：172-176.
[25]杨广禄.基于城市轨道交通运营大数据的客流分析方法探讨[J］.机电工程技术，2022，51（10）：230-234.
Yang Guanglu.Discussion on Passenger Flow Analysis Method Based on Urban Rail Transit Operation Big Data[J].Mechanical & Electrical Engineering Technology,2022,51（10）：230-234.

Application Practice of Face Recognition Based Side Doors in Suzhou Rail Transit

苏州轨道交通人脸边门应用实践

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